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Hillel Taub-Tabib

2 accepted papers

2022

A Dataset for N-ary Relation Extraction of Drug Combinations

NAACL 2022long

Combination therapies have become the standard of care for diseases such as cancer, tuberculosis, malaria and HIV. However, the combinatorial set of available multi-drug treatments creates a challenge in identifying effective combination therapies available in a situation. To assist medical professi…

2022

Large Scale Substitution-based Word Sense Induction

ACL 2022long

We present a word-sense induction method based on pre-trained masked language models (MLMs), which can cheaply scale to large vocabularies and large corpora. The result is a corpus which is sense-tagged according to a corpus-derived sense inventory and where each sense is associated with indicative…